This is the bechmark evaluation code of the Multimodal Deception Dataset with Personality and Emotional Characteristics (MDPE).
MDPE is a multimodal deception dataset. Besides deception features, it also includes individual differences information in personality and emotional expression characteristics. MDPE not only supports deception detection, but also provides conditions for tasks such as personality recognition and emotion recognition, and can even study the relationships between them.
https://huggingface.co/datasets/MDPEdataset/MDPE_Dataset
The data are passcode protected. Please download and send the signed EULA to [email protected] for access request.
For more details about MDPE, please refer to: MDPE: A Multimodal Deception Dataset with Personality and Emotional Characteristics
Please cite our paper if you find our work useful for your research:
@article{cai2024mdpe,
title={MDPE: A Multimodal Deception Dataset with Personality and Emotional Characteristics},
author={Cai, Cong and Liang, Shan and Liu, Xuefei and Zhu, Kang and Wen, Zhengqi and Tao, Jianhua and Xie, Heng and Cui, Jizhou and Ma, Yiming and Cheng, Zhenhua and others},
journal={arXiv preprint arXiv:2407.12274},
year={2024}
}